Typos in manuscript

[bsiepe]

During my JOSS review, I found some typos in the manuscript :

1. l.33 "neural networks" -> should be neural network
2. l. 36: "independen" -> should be independent
3. l.37: missing space
4. l.46: "are used" is redundant
5. l.82: model's hyperparameters: without 's'

[thierrymoudiki]

@bsiepe Just saw this.
What's your honest take about this now?